paddleocr

下载tar文件

git clone https://github.com/PaddlePaddle/PaddleOCR.git

制作镜像

切换至Dockerfile目录
cd deploy/docker/hubserving/cpu

生成镜像

docker build -t paddleocr:cpu .

检测模型

https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_infer.tar

方向分类器
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar

识别模型
https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_infer.tar

启动Docker

CPU 版本

docker run -dp 8868:8868 --name paddle_ocr paddleocr:cpu

检查运行情况

docker logs -f paddle_ocr

python 3.7

下载

wget https://www.python.org/ftp/python/3.7.16/Python-3.7.16.tgz

编译

./configure --enable-optimizations

安装

make && make install

创建链接

ln -s /usr/local/python3.9/bin/python3.9 /usr/local/bin/
ln -s /usr/local/python3.9/bin/pip3.9 /usr/local/bin/

# Version: 2.0.0
FROM registry.baidubce.com/paddlepaddle/paddle:2.0.0

# PaddleOCR base on Python3.7
RUN pip3.7 install --upgrade pip -i https://mirror.baidu.com/pypi/simple

RUN pip3.7 install paddlehub --upgrade -i https://mirror.baidu.com/pypi/simple

RUN git clone https://github.com/PaddlePaddle/PaddleOCR.git /PaddleOCR

WORKDIR /PaddleOCR

RUN pip3.7 install -r requirements.txt -i https://mirror.baidu.com/pypi/simple

RUN mkdir -p /PaddleOCR/inference/
# Download orc detect model(light version). if you want to change normal version, you can change ch_ppocr_mobile_v2.0_det_infer to ch_ppocr_server_v2.0_det_infer, also remember change det_model_dir in deploy/hubserving/ocr_system/params.py）
ADD {link} /PaddleOCR/inference/
RUN tar xf /PaddleOCR/inference/{file} -C /PaddleOCR/inference/

# Download direction classifier(light version). If you want to change normal version, you can change ch_ppocr_mobile_v2.0_cls_infer to ch_ppocr_mobile_v2.0_cls_infer, also remember change cls_model_dir in deploy/hubserving/ocr_system/params.py）
ADD {link} /PaddleOCR/inference/
RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/

# Download orc recognition model(light version). If you want to change normal version, you can change ch_ppocr_mobile_v2.0_rec_infer to ch_ppocr_server_v2.0_rec_infer, also remember change rec_model_dir in deploy/hubserving/ocr_system/params.py）
ADD {link} /PaddleOCR/inference/
RUN tar xf /PaddleOCR/inference/{file}.tar -C /PaddleOCR/inference/

EXPOSE 8868

CMD ["/bin/bash","-c","hub install deploy/hubserving/ocr_system/ && hub serving start -m ocr_system"]